Products

Kadoa

AI-nativeMCP

The web data layer for finance.

kadoa.com Source★ 10Data & Analytics / Web Scraping & Extraction

AI Benchmark
Desktop
Mobile
Monthly visits
None yet
No traffic data yet
Public revenue
Undisclosed
No public revenue evidence yet
Entry price
Usage-based
No monthly subscription pricing
Creators
Adrian Krebs
@krebs_adrian· 853 followersCo-created with Johannes Engler, Tavis Lochhead +1 more
Launched
3y ago
2023-04-20 · Est.

Traffic

Monthly visits

No traffic data yet.

Events4 changes · 4 marketing moves

Marketing moves

Launches, search & content, referrals, promotions
X accounts@krebs_adrian@recorank_@tavislochhead

  • Launched on Show HN (29 pts · 9 comments)Launch

    A website that tracks US food prices every day — The US Department of Agriculture (USDA) publishes daily food price data for about 290 commodities on: - what growers were paid at shipping…

    Sep 21 · 54d agoLaunch page

  • Launched on Show HN (63 pts · 25 comments)Launch

    A website that tracks every stock trade Congress makes — Congressional trading data is relatively commoditized, but I couldn't find any open-source version with the features I wanted. The data is…

    May 26 · 6mo agoLaunch page

  • Launched on Show HN (1 pts)Launch

    Quant Job Market Visualizer — Inspired by karpathy's US job market visualizer[0], I started to dabble with the idea of building live dashboards for certain job markets,…

    Apr 14 · 7mo agoLaunch page

  • Launched on Show HN (313 pts · 153 comments)Launch

    HN Wrapped 2025 - an LLM reviews your year on HN — I was looking for some fun project to play around with the latest Gemini models and ended up building this :) Enter your username and get:…

    Dec 20, 2025 · 11mo agoLaunch page

  • Launched on Show HN (10 pts · 5 comments)Launch

    Let an LLM roast your HN profile

    Oct 3, 2025 · 14mo agoLaunch page

Third-party reviews & case dossiers

Acquisition breakdowns, engineer reviews & open-source metrics
Show HN
2023-04-20Source
Post excerpt:
We got frustrated with the time and effort required to code and maintain custom web scrapers, so we built a more generic LLM-based solution for data extraction from websites. AI should automate tedious and un-creative work, and web scraping definitely fits this description. We're leveraging LLMs (GPT and fine-tuned Flan-T5) to semantically understand website
Show HN
2023-07-03Source
Post excerpt:
There are existing HN job aggregators, but I thought we could take it a step further. Inspired by an insightful comment on a previous thread ( https://news.ycombinator.com/item?id=36163021 ), I built a tool that aggregates job postings and intelligently categorizes them based on user-specific preferences: * Country and remote work preferences * Employer type
Show HN
2023-10-27Source
Post excerpt:
Hi HN! I've noticed several "HN, but for X" posts over the last few weeks. I believe HN already covers almost every interesting topic, it's just a matter of surfacing the relevant content. That's why we built HackSnack to let everbody get their own personalized HN newsletter with relevant topics. We use LLMs to extract, summarize, and classify each HN articl
Show HN
2023-10-28Source
Post excerpt:
Hi HN! I've noticed several "HN, but for X" posts over the last few weeks. I believe HN already covers almost every interesting topic, it's just a matter of surfacing the relevant content. That's why we built HackSnack to let everbody get their own personalized HN newsletter with relevant topics. We use LLMs to extract, summarize, and classify each HN articl
Show HN
2023-11-30Source
Post excerpt:
Many have attempted to create niche 'HN for X' platforms, but why reinvent the wheel?. HN already has all the best content, good ranking algo, good moderation, great discussions, etc. - it's all there! However, I'm spending way too much time on the orange site, mainly because of FOMO in certain topics like AI. I wanted a tailored HN feed focusing on my perso
Show HN
2024-01-06Source
Post excerpt:
I was overwhelmed by the pace of AI news and papers coming out, so I built an automated HN news monitoring service that delivers relvant news straight to my inbox or RSS feed. It uses LLMs to extract, summarize, and classify the front page articles and analyzes the different perspectives in the comments. No more FOMO :)
Show HN
2024-03-06Source
Post excerpt:
HN is one of my main sources of information for various topics, but I sometimes miss really interesting posts if I'm not regularly checking the front page. That's why I built an automated HN news monitoring service that delivers relvant news straight to my inbox or RSS feed. It uses LLMs to extract, summarize, and classify the front page articles and analyze
Show HN
2024-03-17Source
Post excerpt:
I was curious about the most discussed topics on HN over time, so I started analyzing and categorizing all front-page posts with a simple LLM workflow. The result is an interactive chart that displays the trending topics across different time frames. Although the analysis is still relatively basic, I think it provides an interesting perspective on our commun
Show HN
2025-01-06Source
Post excerpt:
Inspired by Spotify and Twitter Wrapped, I built a simple tool that analyzes your HN activity and generates a personalized summary: - Time & topic breakdown of your HN activity - Your most discussed subjects and technologies - Roasts about your HN habits - Predictions for your 2025 Yes, I know it's a bit late for a 2024 wrap-up, I still wanted to put it out
Show HN
2025-12-20Source
Post excerpt:
I was looking for some fun project to play around with the latest Gemini models and ended up building this :) Enter your username and get: - Generated roasts and stats based on your HN activity 2025 - Your personalized HN front page from 2035 (inspired by a recent Show HN [0]) - An xkcd-style comic of your HN persona It uses the latest gemini-3-flash and gem
Show HN
2026-04-14Source
Post excerpt:
Inspired by karpathy's US job market visualizer[0], I started to dabble with the idea of building live dashboards for certain job markets, starting with quant finance. I extract the career pages of pretty much every major quant firm and classify each posting with a lightweight LLM ETL pipeline. The data is updated daily and the full dataset is available as S
Show HN
2026-05-26Source
Post excerpt:
Congressional trading data is relatively commoditized, but I couldn't find any open-source version with the features I wanted. The data is lagged (median 28 days from trade to disclosure, and 19% miss this deadline), but there's still interesting patterns to explore. Repo: https://github.com/kadoa-org/congress-trading-monitor Let me know if you have any sugg
Show HN
2026-09-21Source
Post excerpt:
The US Department of Agriculture (USDA) publishes daily food price data for about 290 commodities on: - what growers were paid at shipping point - what buyers paid at the big city wholesale markets - what prices supermarkets advertised in their weekly ads This data comes out as dozens of separate text reports and PDFs, one per market, with no history and no

Open Source & Agent Ecosystem

GitHub · MCP / Skill
kadoa-org/congress-trading-monitor
Last commit 2026-10-27
GitHub Stars
★ 10
Forks
1
License
See repository
Primary language
—
Browse peer open-source projects →

Agent, MCP & Developer Integration

MCP ServerAPI
Integration docs
Ecosystem & integrations:
ExcelGoogle SheetsSlackSnowflakeDatabricksBigQueryS3ClaudeChatGPT
Exposed tool capabilities:
Website Change MonitoringCatch market-moving events firstDetailed observability metricsAgentic monitoringEnterprise-Ready SecurityAccess Control & Auditing
Browse all MCP Server products →

Traffic sources

Traffic breakdown

No traffic channel or country breakdown data for this website yet.

View similar products ↓

Search

Domain authority —Domain registered 2014-05-01

No search keyword data for this website yet.

Traffic data: Vaneform

Pricing

Starter
Unknown
Enterprise
Contact sales
Custom usage limits & volume discounts · Shared workspaces & unlimited users

Trial: None · Enterprise custom tier · Observed 2026-11-09 · Pricing page

Pages & changes

Tracked since 2026-07-31

Key pages

Weekly snapshots

Changes

  1. Nov 1 · 13d ago

    Homepage headline (H1) changed to “The web data layer for finance.”Positioning

    Unstructured data holds insights worth billions.→The web data layer for finance.

  2. Nov 1 · 13d ago

    Removed technology: Radix UIFeatures

    Radix UI→—

  3. Nov 1 · 13d ago

    Adopted technology: TurbopackFeatures

    —→Turbopack

  4. Nov 1 · 13d ago

    Homepage title changed to “The Web Data Layer for Finance · Kadoa”Positioning

    Kadoa · AI Web Scraper→The Web Data Layer for Finance · Kadoa

Questions & evidence

How much does Kadoa cost?
Starter: Unknown; Enterprise: Contact sales. Observed 2026-11-09. Check the source for current billing terms, usage limits and taxes.Source
What is Kadoa and what platforms does it support?
Kadoa is catalogued under Web Scraping & Extraction: The web data layer for finance.. Supported platforms: MCP Server, API.
Is Kadoa open source?
Kadoa has a public repository (https://github.com/kadoa-org/congress-trading-monitor) with its source repository published, recording 10 GitHub stars.Source

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